Overview

Dataset statistics

Number of variables34
Number of observations21712
Missing cells106883
Missing cells (%)14.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.6 MiB
Average record size in memory272.0 B

Variable types

NUM26
CAT5
BOOL3

Warnings

target has constant value "21712" Constant
f12 has a high cardinality: 222 distinct values High cardinality
f28 has a high cardinality: 190 distinct values High cardinality
id is highly correlated with df_indexHigh correlation
df_index is highly correlated with idHigh correlation
f14 is highly correlated with f10High correlation
f10 is highly correlated with f14High correlation
f0 has 13930 (64.2%) missing values Missing
f1 has 3078 (14.2%) missing values Missing
f2 has 3024 (13.9%) missing values Missing
f3 has 2897 (13.3%) missing values Missing
f4 has 3965 (18.3%) missing values Missing
f5 has 2691 (12.4%) missing values Missing
f6 has 2987 (13.8%) missing values Missing
f7 has 3850 (17.7%) missing values Missing
f9 has 2945 (13.6%) missing values Missing
f11 has 5103 (23.5%) missing values Missing
f12 has 648 (3.0%) missing values Missing
f13 has 4325 (19.9%) missing values Missing
f14 has 4279 (19.7%) missing values Missing
f15 has 4097 (18.9%) missing values Missing
f16 has 4238 (19.5%) missing values Missing
f17 has 4711 (21.7%) missing values Missing
f18 has 4112 (18.9%) missing values Missing
f19 has 2341 (10.8%) missing values Missing
f20 has 658 (3.0%) missing values Missing
f21 has 3222 (14.8%) missing values Missing
f22 has 5719 (26.3%) missing values Missing
f23 has 3448 (15.9%) missing values Missing
f24 has 4371 (20.1%) missing values Missing
f25 has 3572 (16.5%) missing values Missing
f26 has 4083 (18.8%) missing values Missing
f27 has 3469 (16.0%) missing values Missing
f28 has 628 (2.9%) missing values Missing
f29 has 3180 (14.6%) missing values Missing
f30 has 1189 (5.5%) missing values Missing
df_index has unique values Unique
id has unique values Unique
f2 has 9743 (44.9%) zeros Zeros
f6 has 1019 (4.7%) zeros Zeros
f9 has 14179 (65.3%) zeros Zeros
f10 has 13283 (61.2%) zeros Zeros
f14 has 10402 (47.9%) zeros Zeros
f17 has 1253 (5.8%) zeros Zeros
f19 has 3832 (17.6%) zeros Zeros
f23 has 1810 (8.3%) zeros Zeros
f25 has 1376 (6.3%) zeros Zeros
f27 has 1991 (9.2%) zeros Zeros

Reproduction

Analysis started2020-10-17 06:56:48.637831
Analysis finished2020-10-17 06:58:47.328468
Duration1 minute and 58.69 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

df_index
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct21712
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25052.97518
Minimum0
Maximum49999
Zeros1
Zeros (%)< 0.1%
Memory size169.6 KiB
2020-10-17T08:58:47.507882image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2549.55
Q112711.75
median25103.5
Q337527
95-th percentile47451.45
Maximum49999
Range49999
Interquartile range (IQR)24815.25

Descriptive statistics

Standard deviation14411.75368
Coefficient of variation (CV)0.5752511861
Kurtosis-1.196726912
Mean25052.97518
Median Absolute Deviation (MAD)12408
Skewness-0.003651921545
Sum543950197
Variance207698644.2
MonotocityStrictly increasing
2020-10-17T08:58:47.782948image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
61411< 0.1%
 
376231< 0.1%
 
232781< 0.1%
 
109921< 0.1%
 
417131< 0.1%
 
363591< 0.1%
 
130431< 0.1%
 
481111< 0.1%
 
335251< 0.1%
 
396701< 0.1%
 
Other values (21702)21702> 99.9%
 
ValueCountFrequency (%) 
01< 0.1%
 
41< 0.1%
 
61< 0.1%
 
71< 0.1%
 
81< 0.1%
 
ValueCountFrequency (%) 
499991< 0.1%
 
499981< 0.1%
 
499971< 0.1%
 
499961< 0.1%
 
499891< 0.1%
 

id
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct21712
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25052.97518
Minimum0
Maximum49999
Zeros1
Zeros (%)< 0.1%
Memory size169.6 KiB
2020-10-17T08:58:48.023649image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2549.55
Q112711.75
median25103.5
Q337527
95-th percentile47451.45
Maximum49999
Range49999
Interquartile range (IQR)24815.25

Descriptive statistics

Standard deviation14411.75368
Coefficient of variation (CV)0.5752511861
Kurtosis-1.196726912
Mean25052.97518
Median Absolute Deviation (MAD)12408
Skewness-0.003651921545
Sum543950197
Variance207698644.2
MonotocityStrictly increasing
2020-10-17T08:58:48.268919image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
61411< 0.1%
 
376231< 0.1%
 
232781< 0.1%
 
109921< 0.1%
 
417131< 0.1%
 
363591< 0.1%
 
130431< 0.1%
 
481111< 0.1%
 
335251< 0.1%
 
396701< 0.1%
 
Other values (21702)21702> 99.9%
 
ValueCountFrequency (%) 
01< 0.1%
 
41< 0.1%
 
61< 0.1%
 
71< 0.1%
 
81< 0.1%
 
ValueCountFrequency (%) 
499991< 0.1%
 
499981< 0.1%
 
499971< 0.1%
 
499961< 0.1%
 
499891< 0.1%
 

target
Boolean

CONSTANT
REJECTED

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size169.6 KiB
1
21712 
ValueCountFrequency (%) 
121712100.0%
 
2020-10-17T08:58:48.426305image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

f0
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing13930
Missing (%)64.2%
Memory size169.6 KiB
0
7486 
1
 
296
(Missing)
13930 
ValueCountFrequency (%) 
0748634.5%
 
12961.4%
 
(Missing)1393064.2%
 
2020-10-17T08:58:48.465644image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

f1
Real number (ℝ≥0)

MISSING

Distinct6
Distinct (%)< 0.1%
Missing3078
Missing (%)14.2%
Infinite0
Infinite (%)0.0%
Mean3.529086616
Minimum0
Maximum5
Zeros16
Zeros (%)0.1%
Memory size169.6 KiB
2020-10-17T08:58:48.542134image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q13
median4
Q35
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.24014356
Coefficient of variation (CV)0.3514063821
Kurtosis-0.938480024
Mean3.529086616
Median Absolute Deviation (MAD)1
Skewness-0.4031710023
Sum65761
Variance1.537956049
MonotocityNot monotonic
2020-10-17T08:58:48.719674image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
4522824.1%
 
5516623.8%
 
3366316.9%
 
2346916.0%
 
110925.0%
 
0160.1%
 
(Missing)307814.2%
 
ValueCountFrequency (%) 
0160.1%
 
110925.0%
 
2346916.0%
 
3366316.9%
 
4522824.1%
 
ValueCountFrequency (%) 
5516623.8%
 
4522824.1%
 
3366316.9%
 
2346916.0%
 
110925.0%
 

f2
Real number (ℝ≥0)

MISSING
ZEROS

Distinct6
Distinct (%)< 0.1%
Missing3024
Missing (%)13.9%
Infinite0
Infinite (%)0.0%
Mean1.551851455
Minimum0
Maximum5
Zeros9743
Zeros (%)44.9%
Memory size169.6 KiB
2020-10-17T08:58:48.881885image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.800592649
Coefficient of variation (CV)1.160286729
Kurtosis-1.118015944
Mean1.551851455
Median Absolute Deviation (MAD)0
Skewness0.6189964936
Sum29001
Variance3.242133887
MonotocityNot monotonic
2020-10-17T08:58:49.049752image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
0974344.9%
 
2273812.6%
 
3230310.6%
 
420889.6%
 
516127.4%
 
12040.9%
 
(Missing)302413.9%
 
ValueCountFrequency (%) 
0974344.9%
 
12040.9%
 
2273812.6%
 
3230310.6%
 
420889.6%
 
ValueCountFrequency (%) 
516127.4%
 
420889.6%
 
3230310.6%
 
2273812.6%
 
12040.9%
 

f3
Real number (ℝ≥0)

MISSING

Distinct5
Distinct (%)< 0.1%
Missing2897
Missing (%)13.3%
Infinite0
Infinite (%)0.0%
Mean3.647355833
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:49.218080image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.153822686
Coefficient of variation (CV)0.3163449739
Kurtosis-0.2757031647
Mean3.647355833
Median Absolute Deviation (MAD)1
Skewness-0.6189450568
Sum68625
Variance1.33130679
MonotocityNot monotonic
2020-10-17T08:58:49.396005image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
4563125.9%
 
3535024.6%
 
5521824.0%
 
213456.2%
 
112715.9%
 
(Missing)289713.3%
 
ValueCountFrequency (%) 
112715.9%
 
213456.2%
 
3535024.6%
 
4563125.9%
 
5521824.0%
 
ValueCountFrequency (%) 
5521824.0%
 
4563125.9%
 
3535024.6%
 
213456.2%
 
112715.9%
 

f4
Real number (ℝ≥0)

MISSING

Distinct3331
Distinct (%)18.8%
Missing3965
Missing (%)18.3%
Infinite0
Infinite (%)0.0%
Mean1536.165436
Minimum31
Maximum4983
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:49.601420image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum31
5-th percentile191
Q1528
median1276
Q32418.5
95-th percentile3652.7
Maximum4983
Range4952
Interquartile range (IQR)1890.5

Descriptive statistics

Standard deviation1127.226515
Coefficient of variation (CV)0.7337923951
Kurtosis-0.9055502532
Mean1536.165436
Median Absolute Deviation (MAD)867
Skewness0.5461556561
Sum27262328
Variance1270639.616
MonotocityNot monotonic
2020-10-17T08:58:49.824493image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
337780.4%
 
2475650.3%
 
2586550.3%
 
594530.2%
 
373510.2%
 
192500.2%
 
404500.2%
 
370500.2%
 
1744480.2%
 
308470.2%
 
Other values (3321)1720079.2%
 
(Missing)396518.3%
 
ValueCountFrequency (%) 
313< 0.1%
 
561< 0.1%
 
67190.1%
 
737< 0.1%
 
742< 0.1%
 
ValueCountFrequency (%) 
49834< 0.1%
 
49632< 0.1%
 
45022< 0.1%
 
42431< 0.1%
 
40003< 0.1%
 

f5
Categorical

MISSING

Distinct2
Distinct (%)< 0.1%
Missing2691
Missing (%)12.4%
Memory size169.6 KiB
F
9573 
M
9448 
ValueCountFrequency (%) 
F957344.1%
 
M944843.5%
 
(Missing)269112.4%
 
2020-10-17T08:58:50.031038image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-10-17T08:58:50.166646image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:50.271722image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length1
Mean length1.247881356
Min length1

f6
Real number (ℝ≥0)

MISSING
ZEROS

Distinct6
Distinct (%)< 0.1%
Missing2987
Missing (%)13.8%
Infinite0
Infinite (%)0.0%
Mean2.974312417
Minimum0
Maximum5
Zeros1019
Zeros (%)4.7%
Memory size169.6 KiB
2020-10-17T08:58:50.449254image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.553480224
Coefficient of variation (CV)0.5222989404
Kurtosis-1.137028884
Mean2.974312417
Median Absolute Deviation (MAD)1
Skewness-0.2365108662
Sum55694
Variance2.413300805
MonotocityNot monotonic
2020-10-17T08:58:50.622895image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
4408318.8%
 
5400718.5%
 
3329315.2%
 
1319814.7%
 
2312514.4%
 
010194.7%
 
(Missing)298713.8%
 
ValueCountFrequency (%) 
010194.7%
 
1319814.7%
 
2312514.4%
 
3329315.2%
 
4408318.8%
 
ValueCountFrequency (%) 
5400718.5%
 
4408318.8%
 
3329315.2%
 
2312514.4%
 
1319814.7%
 

f7
Real number (ℝ)

MISSING

Distinct17052
Distinct (%)95.5%
Missing3850
Missing (%)17.7%
Infinite0
Infinite (%)0.0%
Mean-4.794465239
Minimum-22.3956
Maximum11.9721
Zeros1
Zeros (%)< 0.1%
Memory size169.6 KiB
2020-10-17T08:58:50.830151image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-22.3956
5-th percentile-13.47949
Q1-8.88725
median-4.8351
Q3-1.06945
95-th percentile4.74278
Maximum11.9721
Range34.3677
Interquartile range (IQR)7.8178

Descriptive statistics

Standard deviation5.524363736
Coefficient of variation (CV)-1.152237728
Kurtosis-0.3371833552
Mean-4.794465239
Median Absolute Deviation (MAD)3.9013
Skewness0.1558189375
Sum-85638.7381
Variance30.51859469
MonotocityNot monotonic
2020-10-17T08:58:51.039940image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-1.46883< 0.1%
 
-7.11233< 0.1%
 
-9.12373< 0.1%
 
-5.78213< 0.1%
 
-0.27253< 0.1%
 
-8.68573< 0.1%
 
-7.24483< 0.1%
 
-3.25823< 0.1%
 
1.85993< 0.1%
 
-6.69183< 0.1%
 
Other values (17042)1783282.1%
 
(Missing)385017.7%
 
ValueCountFrequency (%) 
-22.39561< 0.1%
 
-20.96991< 0.1%
 
-20.93631< 0.1%
 
-20.8771< 0.1%
 
-20.63261< 0.1%
 
ValueCountFrequency (%) 
11.97211< 0.1%
 
10.26741< 0.1%
 
10.20351< 0.1%
 
10.18131< 0.1%
 
10.14611< 0.1%
 

f8
Real number (ℝ≥0)

Distinct6616
Distinct (%)30.6%
Missing65
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean14.22418651
Minimum13.7422
Maximum14.6636
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:51.304006image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum13.7422
5-th percentile13.93983
Q114.0984
median14.2251
Q314.3622
95-th percentile14.4833
Maximum14.6636
Range0.9214
Interquartile range (IQR)0.2638

Descriptive statistics

Standard deviation0.1706657512
Coefficient of variation (CV)0.0119982785
Kurtosis-0.6396989432
Mean14.22418651
Median Absolute Deviation (MAD)0.1321
Skewness-0.1947027409
Sum307910.9654
Variance0.02912679863
MonotocityNot monotonic
2020-10-17T08:58:51.541394image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
14.2350.2%
 
14.1999330.2%
 
14.1998310.1%
 
14.1996310.1%
 
14.1997310.1%
 
14.1995290.1%
 
14.2002270.1%
 
14.2008250.1%
 
14.2003240.1%
 
14.2004240.1%
 
Other values (6606)2135798.4%
 
(Missing)650.3%
 
ValueCountFrequency (%) 
13.74221< 0.1%
 
13.75331< 0.1%
 
13.76741< 0.1%
 
13.76781< 0.1%
 
13.76861< 0.1%
 
ValueCountFrequency (%) 
14.66361< 0.1%
 
14.66071< 0.1%
 
14.65791< 0.1%
 
14.65041< 0.1%
 
14.64891< 0.1%
 

f9
Real number (ℝ≥0)

MISSING
ZEROS

Distinct6
Distinct (%)< 0.1%
Missing2945
Missing (%)13.6%
Infinite0
Infinite (%)0.0%
Mean0.9540150264
Minimum0
Maximum5
Zeros14179
Zeros (%)65.3%
Memory size169.6 KiB
2020-10-17T08:58:51.747449image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.782021404
Coefficient of variation (CV)1.867917543
Kurtosis0.4463565638
Mean0.9540150264
Median Absolute Deviation (MAD)0
Skewness1.48566795
Sum17904
Variance3.175600286
MonotocityNot monotonic
2020-10-17T08:58:51.940191image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
01417965.3%
 
519789.1%
 
410855.0%
 
39464.4%
 
13221.5%
 
22571.2%
 
(Missing)294513.6%
 
ValueCountFrequency (%) 
01417965.3%
 
13221.5%
 
22571.2%
 
39464.4%
 
410855.0%
 
ValueCountFrequency (%) 
519789.1%
 
410855.0%
 
39464.4%
 
22571.2%
 
13221.5%
 

f10
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct300
Distinct (%)1.4%
Missing58
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean12.71261661
Minimum0
Maximum1280
Zeros13283
Zeros (%)61.2%
Memory size169.6 KiB
2020-10-17T08:58:52.166042image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q38
95-th percentile68
Maximum1280
Range1280
Interquartile range (IQR)8

Descriptive statistics

Standard deviation36.9298162
Coefficient of variation (CV)2.904973645
Kurtosis151.63483
Mean12.71261661
Median Absolute Deviation (MAD)0
Skewness8.433981897
Sum275279
Variance1363.811325
MonotocityNot monotonic
2020-10-17T08:58:52.414778image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01328361.2%
 
14972.3%
 
34582.1%
 
24492.1%
 
44312.0%
 
53721.7%
 
62761.3%
 
72561.2%
 
82361.1%
 
92161.0%
 
Other values (290)518023.9%
 
ValueCountFrequency (%) 
01328361.2%
 
14972.3%
 
24492.1%
 
34582.1%
 
44312.0%
 
ValueCountFrequency (%) 
12801< 0.1%
 
10111< 0.1%
 
9201< 0.1%
 
8601< 0.1%
 
7291< 0.1%
 

f11
Real number (ℝ)

MISSING

Distinct13
Distinct (%)0.1%
Missing5103
Missing (%)23.5%
Infinite0
Infinite (%)0.0%
Mean8.261484737
Minimum-1
Maximum11
Zeros154
Zeros (%)0.7%
Memory size169.6 KiB
2020-10-17T08:58:52.628649image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile4
Q17
median7
Q311
95-th percentile11
Maximum11
Range12
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.487945066
Coefficient of variation (CV)0.3011498714
Kurtosis-0.2524070639
Mean8.261484737
Median Absolute Deviation (MAD)2
Skewness-0.4881526401
Sum137215
Variance6.189870652
MonotocityNot monotonic
2020-10-17T08:58:52.830384image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%) 
11564426.0%
 
7509723.5%
 
618028.3%
 
1013806.4%
 
47273.3%
 
95822.7%
 
55172.4%
 
84252.0%
 
31880.9%
 
01540.7%
 
Other values (3)930.4%
 
(Missing)510323.5%
 
ValueCountFrequency (%) 
-12< 0.1%
 
01540.7%
 
1350.2%
 
2560.3%
 
31880.9%
 
ValueCountFrequency (%) 
11564426.0%
 
1013806.4%
 
95822.7%
 
84252.0%
 
7509723.5%
 

f12
Categorical

HIGH CARDINALITY
MISSING

Distinct222
Distinct (%)1.1%
Missing648
Missing (%)3.0%
Memory size169.6 KiB
c79d2197d
 
195
3d9d8f526
 
186
ba9faf5b1
 
184
8d857a0a1
 
181
d40ca0718
 
181
Other values (217)
20137 
ValueCountFrequency (%) 
c79d2197d1950.9%
 
3d9d8f5261860.9%
 
ba9faf5b11840.8%
 
8d857a0a11810.8%
 
d40ca07181810.8%
 
67a8d4ebb1790.8%
 
4ae48e8571780.8%
 
41901460a1750.8%
 
1dddb84731750.8%
 
83bdea3a51740.8%
 
Other values (212)1925688.7%
 
(Missing)6483.0%
 
2020-10-17T08:58:53.053449image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-10-17T08:58:53.278087image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length9
Median length9
Mean length8.820928519
Min length3

f13
Real number (ℝ)

MISSING

Distinct92
Distinct (%)0.5%
Missing4325
Missing (%)19.9%
Infinite0
Infinite (%)0.0%
Mean46.74003566
Minimum-6
Maximum93
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:53.486760image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-6
5-th percentile23
Q137
median48
Q357
95-th percentile68
Maximum93
Range99
Interquartile range (IQR)20

Descriptive statistics

Standard deviation13.71948044
Coefficient of variation (CV)0.293527385
Kurtosis-0.3346466166
Mean46.74003566
Median Absolute Deviation (MAD)10
Skewness-0.2170117167
Sum812669
Variance188.2241436
MonotocityNot monotonic
2020-10-17T08:58:53.718238image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
505342.5%
 
495102.3%
 
475082.3%
 
515062.3%
 
524932.3%
 
554882.2%
 
454842.2%
 
484772.2%
 
544772.2%
 
464612.1%
 
Other values (82)1244957.3%
 
(Missing)432519.9%
 
ValueCountFrequency (%) 
-61< 0.1%
 
21< 0.1%
 
33< 0.1%
 
42< 0.1%
 
57< 0.1%
 
ValueCountFrequency (%) 
932< 0.1%
 
921< 0.1%
 
912< 0.1%
 
903< 0.1%
 
881< 0.1%
 

f14
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct278
Distinct (%)1.6%
Missing4279
Missing (%)19.7%
Infinite0
Infinite (%)0.0%
Mean12.69282395
Minimum0
Maximum933
Zeros10402
Zeros (%)47.9%
Memory size169.6 KiB
2020-10-17T08:58:53.932810image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q39
95-th percentile69
Maximum933
Range933
Interquartile range (IQR)9

Descriptive statistics

Standard deviation35.40532696
Coefficient of variation (CV)2.78939715
Kurtosis86.58494025
Mean12.69282395
Median Absolute Deviation (MAD)0
Skewness6.812817183
Sum221274
Variance1253.537177
MonotocityNot monotonic
2020-10-17T08:58:54.148227image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01040247.9%
 
15352.5%
 
24071.9%
 
33311.5%
 
43041.4%
 
62851.3%
 
52681.2%
 
92361.1%
 
72321.1%
 
81920.9%
 
Other values (268)424119.5%
 
(Missing)427919.7%
 
ValueCountFrequency (%) 
01040247.9%
 
15352.5%
 
24071.9%
 
33311.5%
 
43041.4%
 
ValueCountFrequency (%) 
9331< 0.1%
 
8591< 0.1%
 
7501< 0.1%
 
5051< 0.1%
 
4542< 0.1%
 

f15
Categorical

MISSING

Distinct3
Distinct (%)< 0.1%
Missing4097
Missing (%)18.9%
Memory size169.6 KiB
A
9431 
C
4901 
B
3283 
ValueCountFrequency (%) 
A943143.4%
 
C490122.6%
 
B328315.1%
 
(Missing)409718.9%
 
2020-10-17T08:58:54.361946image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-10-17T08:58:54.509141image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:54.624910image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length1
Mean length1.377394989
Min length1

f16
Real number (ℝ≥0)

MISSING

Distinct11262
Distinct (%)64.5%
Missing4238
Missing (%)19.5%
Infinite0
Infinite (%)0.0%
Mean0.8118934326
Minimum0.3320111519
Maximum3.336372925
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:54.839270image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0.3320111519
5-th percentile0.5415427866
Q10.6695764666
median0.7658112967
Q30.9066330408
95-th percentile1.234221071
Maximum3.336372925
Range3.004361773
Interquartile range (IQR)0.2370565742

Descriptive statistics

Standard deviation0.2234959061
Coefficient of variation (CV)0.2752773912
Kurtosis5.457499296
Mean0.8118934326
Median Absolute Deviation (MAD)0.1128834431
Skewness1.688415895
Sum14187.02584
Variance0.04995042003
MonotocityNot monotonic
2020-10-17T08:58:55.046791image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.7511011201140.1%
 
0.8417808749140.1%
 
0.6796936597130.1%
 
0.6909240429130.1%
 
0.7416894942130.1%
 
0.7381012047120.1%
 
0.68203027120.1%
 
0.7477652657110.1%
 
0.6745828218110.1%
 
0.7099499459110.1%
 
Other values (11252)1735079.9%
 
(Missing)423819.5%
 
ValueCountFrequency (%) 
0.33201115191< 0.1%
 
0.33617931071< 0.1%
 
0.3391469611< 0.1%
 
0.34449627861< 0.1%
 
0.34774955371< 0.1%
 
ValueCountFrequency (%) 
3.3363729251< 0.1%
 
2.6150391491< 0.1%
 
2.3939489841< 0.1%
 
2.3873374641< 0.1%
 
2.3589026021< 0.1%
 

f17
Real number (ℝ≥0)

MISSING
ZEROS

Distinct5
Distinct (%)< 0.1%
Missing4711
Missing (%)21.7%
Infinite0
Infinite (%)0.0%
Mean2.300276454
Minimum0
Maximum5
Zeros1253
Zeros (%)5.8%
Memory size169.6 KiB
2020-10-17T08:58:55.232645image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q33
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.461306601
Coefficient of variation (CV)0.6352743377
Kurtosis-0.9436936998
Mean2.300276454
Median Absolute Deviation (MAD)2
Skewness0.2524538007
Sum39107
Variance2.135416982
MonotocityNot monotonic
2020-10-17T08:58:55.404790image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
3684631.5%
 
1629729.0%
 
518528.5%
 
012535.8%
 
47533.5%
 
(Missing)471121.7%
 
ValueCountFrequency (%) 
012535.8%
 
1629729.0%
 
3684631.5%
 
47533.5%
 
518528.5%
 
ValueCountFrequency (%) 
518528.5%
 
47533.5%
 
3684631.5%
 
1629729.0%
 
012535.8%
 

f18
Real number (ℝ≥0)

MISSING

Distinct5
Distinct (%)< 0.1%
Missing4112
Missing (%)18.9%
Infinite0
Infinite (%)0.0%
Mean3.982556818
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:55.576896image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q14
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.080057118
Coefficient of variation (CV)0.2711969138
Kurtosis0.7353554018
Mean3.982556818
Median Absolute Deviation (MAD)1
Skewness-1.148300895
Sum70093
Variance1.166523379
MonotocityNot monotonic
2020-10-17T08:58:55.748184image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
4713432.9%
 
5650430.0%
 
318748.6%
 
213276.1%
 
17613.5%
 
(Missing)411218.9%
 
ValueCountFrequency (%) 
17613.5%
 
213276.1%
 
318748.6%
 
4713432.9%
 
5650430.0%
 
ValueCountFrequency (%) 
5650430.0%
 
4713432.9%
 
318748.6%
 
213276.1%
 
17613.5%
 

f19
Real number (ℝ≥0)

MISSING
ZEROS

Distinct5
Distinct (%)< 0.1%
Missing2341
Missing (%)10.8%
Infinite0
Infinite (%)0.0%
Mean2.687780703
Minimum0
Maximum5
Zeros3832
Zeros (%)17.6%
Memory size169.6 KiB
2020-10-17T08:58:55.962753image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.862929365
Coefficient of variation (CV)0.6931106256
Kurtosis-1.450013339
Mean2.687780703
Median Absolute Deviation (MAD)2
Skewness-0.233994667
Sum52065
Variance3.470505818
MonotocityNot monotonic
2020-10-17T08:58:56.153332image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
5429219.8%
 
3408718.8%
 
0383217.6%
 
4372817.2%
 
1343215.8%
 
(Missing)234110.8%
 
ValueCountFrequency (%) 
0383217.6%
 
1343215.8%
 
3408718.8%
 
4372817.2%
 
5429219.8%
 
ValueCountFrequency (%) 
5429219.8%
 
4372817.2%
 
3408718.8%
 
1343215.8%
 
0383217.6%
 

f20
Categorical

MISSING

Distinct26
Distinct (%)0.1%
Missing658
Missing (%)3.0%
Memory size169.6 KiB
N
1482 
A
 
1343
Y
 
1332
P
 
1324
R
 
1245
Other values (21)
14328 
ValueCountFrequency (%) 
N14826.8%
 
A13436.2%
 
Y13326.1%
 
P13246.1%
 
R12455.7%
 
X11865.5%
 
U11645.4%
 
Q11505.3%
 
M11495.3%
 
C11315.2%
 
Other values (16)854839.4%
 
2020-10-17T08:58:56.391876image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-10-17T08:58:56.632276image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length1
Mean length1.060611643
Min length1

f21
Real number (ℝ≥0)

MISSING

Distinct5
Distinct (%)< 0.1%
Missing3222
Missing (%)14.8%
Infinite0
Infinite (%)0.0%
Mean2.986911844
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:56.838588image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.37336793
Coefficient of variation (CV)0.4597952673
Kurtosis-1.223493634
Mean2.986911844
Median Absolute Deviation (MAD)1
Skewness-0.01129082001
Sum55228
Variance1.88613947
MonotocityNot monotonic
2020-10-17T08:58:57.026810image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
3412219.0%
 
4392318.1%
 
2360916.6%
 
1355716.4%
 
5327915.1%
 
(Missing)322214.8%
 
ValueCountFrequency (%) 
1355716.4%
 
2360916.6%
 
3412219.0%
 
4392318.1%
 
5327915.1%
 
ValueCountFrequency (%) 
5327915.1%
 
4392318.1%
 
3412219.0%
 
2360916.6%
 
1355716.4%
 

f22
Real number (ℝ≥0)

MISSING

Distinct6546
Distinct (%)40.9%
Missing5719
Missing (%)26.3%
Infinite0
Infinite (%)0.0%
Mean14.02429836
Minimum13.5241
Maximum14.5888
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:58:57.266627image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum13.5241
5-th percentile13.70156
Q113.894
median14.0265
Q314.1626
95-th percentile14.3225
Maximum14.5888
Range1.0647
Interquartile range (IQR)0.2686

Descriptive statistics

Standard deviation0.1887939818
Coefficient of variation (CV)0.01346191995
Kurtosis-0.3445236423
Mean14.02429836
Median Absolute Deviation (MAD)0.1339
Skewness-0.1587825642
Sum224290.6036
Variance0.03564316756
MonotocityNot monotonic
2020-10-17T08:58:58.364760image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
13.5545150.1%
 
13.5543130.1%
 
13.5549130.1%
 
13.554130.1%
 
13.5547120.1%
 
13.5546120.1%
 
13.5542110.1%
 
13.9234110.1%
 
13.554410< 0.1%
 
13.852910< 0.1%
 
Other values (6536)1587373.1%
 
(Missing)571926.3%
 
ValueCountFrequency (%) 
13.52411< 0.1%
 
13.52651< 0.1%
 
13.53311< 0.1%
 
13.54111< 0.1%
 
13.54491< 0.1%
 
ValueCountFrequency (%) 
14.58881< 0.1%
 
14.57751< 0.1%
 
14.56271< 0.1%
 
14.5621< 0.1%
 
14.55051< 0.1%
 

f23
Real number (ℝ≥0)

MISSING
ZEROS

Distinct6
Distinct (%)< 0.1%
Missing3448
Missing (%)15.9%
Infinite0
Infinite (%)0.0%
Mean2.752080596
Minimum0
Maximum5
Zeros1810
Zeros (%)8.3%
Memory size169.6 KiB
2020-10-17T08:58:58.558539image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.574265697
Coefficient of variation (CV)0.5720274689
Kurtosis-1.043682444
Mean2.752080596
Median Absolute Deviation (MAD)1
Skewness-0.1584676318
Sum50264
Variance2.478312486
MonotocityNot monotonic
2020-10-17T08:58:58.734483image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
3403018.6%
 
2327215.1%
 
4326215.0%
 
5317314.6%
 
1271712.5%
 
018108.3%
 
(Missing)344815.9%
 
ValueCountFrequency (%) 
018108.3%
 
1271712.5%
 
2327215.1%
 
3403018.6%
 
4326215.0%
 
ValueCountFrequency (%) 
5317314.6%
 
4326215.0%
 
3403018.6%
 
2327215.1%
 
1271712.5%
 

f24
Real number (ℝ≥0)

MISSING

Distinct6
Distinct (%)< 0.1%
Missing4371
Missing (%)20.1%
Infinite0
Infinite (%)0.0%
Mean3.162562713
Minimum0
Maximum5
Zeros78
Zeros (%)0.4%
Memory size169.6 KiB
2020-10-17T08:58:58.903487image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.398275749
Coefficient of variation (CV)0.4421337617
Kurtosis-1.088440067
Mean3.162562713
Median Absolute Deviation (MAD)1
Skewness-0.301297197
Sum54842
Variance1.95517507
MonotocityNot monotonic
2020-10-17T08:58:59.049189image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
4432219.9%
 
3431019.9%
 
5356616.4%
 
1333615.4%
 
217298.0%
 
0780.4%
 
(Missing)437120.1%
 
ValueCountFrequency (%) 
0780.4%
 
1333615.4%
 
217298.0%
 
3431019.9%
 
4432219.9%
 
ValueCountFrequency (%) 
5356616.4%
 
4432219.9%
 
3431019.9%
 
217298.0%
 
1333615.4%
 

f25
Real number (ℝ≥0)

MISSING
ZEROS

Distinct6
Distinct (%)< 0.1%
Missing3572
Missing (%)16.5%
Infinite0
Infinite (%)0.0%
Mean2.642392503
Minimum0
Maximum5
Zeros1376
Zeros (%)6.3%
Memory size169.6 KiB
2020-10-17T08:58:59.165270image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q34
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.570427972
Coefficient of variation (CV)0.5943204766
Kurtosis-1.206233465
Mean2.642392503
Median Absolute Deviation (MAD)1
Skewness0.03509834748
Sum47933
Variance2.466244014
MonotocityNot monotonic
2020-10-17T08:58:59.296870image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
1402318.5%
 
2356416.4%
 
4348716.1%
 
5288213.3%
 
3280812.9%
 
013766.3%
 
(Missing)357216.5%
 
ValueCountFrequency (%) 
013766.3%
 
1402318.5%
 
2356416.4%
 
3280812.9%
 
4348716.1%
 
ValueCountFrequency (%) 
5288213.3%
 
4348716.1%
 
3280812.9%
 
2356416.4%
 
1402318.5%
 

f26
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing4083
Missing (%)18.8%
Memory size169.6 KiB
1
15930 
0
1699 
(Missing)
4083 
ValueCountFrequency (%) 
11593073.4%
 
016997.8%
 
(Missing)408318.8%
 
2020-10-17T08:58:59.396687image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

f27
Real number (ℝ≥0)

MISSING
ZEROS

Distinct6
Distinct (%)< 0.1%
Missing3469
Missing (%)16.0%
Infinite0
Infinite (%)0.0%
Mean3.747629228
Minimum0
Maximum5
Zeros1991
Zeros (%)9.2%
Memory size169.6 KiB
2020-10-17T08:58:59.472468image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q35
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.810022242
Coefficient of variation (CV)0.4829779393
Kurtosis-0.4607318229
Mean3.747629228
Median Absolute Deviation (MAD)0
Skewness-1.068731589
Sum68368
Variance3.276180516
MonotocityNot monotonic
2020-10-17T08:58:59.596669image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
51102850.8%
 
2221110.2%
 
019919.2%
 
417518.1%
 
19924.6%
 
32701.2%
 
(Missing)346916.0%
 
ValueCountFrequency (%) 
019919.2%
 
19924.6%
 
2221110.2%
 
32701.2%
 
417518.1%
 
ValueCountFrequency (%) 
51102850.8%
 
417518.1%
 
32701.2%
 
2221110.2%
 
19924.6%
 

f28
Categorical

HIGH CARDINALITY
MISSING

Distinct190
Distinct (%)0.9%
Missing628
Missing (%)2.9%
Memory size169.6 KiB
Fl
 
397
DN
 
329
Sz
 
309
oJ
 
242
hG
 
209
Other values (185)
19598 
ValueCountFrequency (%) 
Fl3971.8%
 
DN3291.5%
 
Sz3091.4%
 
oJ2421.1%
 
hG2091.0%
 
mD2071.0%
 
AG2071.0%
 
vq2030.9%
 
PS2020.9%
 
GZ2010.9%
 
Other values (180)1857885.6%
 
(Missing)6282.9%
 
2020-10-17T08:58:59.775276image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-10-17T08:58:59.956472image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length2
Mean length2.028924097
Min length2

f29
Real number (ℝ≥0)

MISSING

Distinct6
Distinct (%)< 0.1%
Missing3180
Missing (%)14.6%
Infinite0
Infinite (%)0.0%
Mean4.052935463
Minimum0
Maximum5
Zeros116
Zeros (%)0.5%
Memory size169.6 KiB
2020-10-17T08:59:00.085478image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q13
median5
Q35
95-th percentile5
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.446677296
Coefficient of variation (CV)0.3569455545
Kurtosis-0.5255676034
Mean4.052935463
Median Absolute Deviation (MAD)0
Skewness-1.056723456
Sum75109
Variance2.092875199
MonotocityNot monotonic
2020-10-17T08:59:00.212296image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
51252057.7%
 
2319714.7%
 
311865.5%
 
111655.4%
 
43481.6%
 
01160.5%
 
(Missing)318014.6%
 
ValueCountFrequency (%) 
01160.5%
 
111655.4%
 
2319714.7%
 
311865.5%
 
43481.6%
 
ValueCountFrequency (%) 
51252057.7%
 
43481.6%
 
311865.5%
 
2319714.7%
 
111655.4%
 

f30
Real number (ℝ)

MISSING

Distinct3498
Distinct (%)17.0%
Missing1189
Missing (%)5.5%
Infinite0
Infinite (%)0.0%
Mean0.5502142183
Minimum-1
Maximum2.947456531
Zeros0
Zeros (%)0.0%
Memory size169.6 KiB
2020-10-17T08:59:00.370533image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-1
Q10.5261891295
median0.7206767653
Q30.9996874512
95-th percentile1.545133488
Maximum2.947456531
Range3.947456531
Interquartile range (IQR)0.4734983217

Descriptive statistics

Standard deviation0.794107385
Coefficient of variation (CV)1.443269473
Kurtosis0.08178015532
Mean0.5502142183
Median Absolute Deviation (MAD)0.2329347908
Skewness-1.010707765
Sum11292.0464
Variance0.6306065389
MonotocityNot monotonic
2020-10-17T08:59:00.609609image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-1372617.2%
 
0.6025985397300.1%
 
0.704893609280.1%
 
0.5667892024280.1%
 
0.6480740698260.1%
 
0.6133922073260.1%
 
0.6179603547260.1%
 
0.5733672471250.1%
 
0.5798706752250.1%
 
0.6763874629240.1%
 
Other values (3488)1655976.3%
 
(Missing)11895.5%
 
ValueCountFrequency (%) 
-1372617.2%
 
0.0751< 0.1%
 
0.15411035011< 0.1%
 
0.22776083951< 0.1%
 
0.25617376912< 0.1%
 
ValueCountFrequency (%) 
2.9474565311< 0.1%
 
2.8508770581< 0.1%
 
2.6878197481< 0.1%
 
2.6436244061< 0.1%
 
2.6407858681< 0.1%
 

Interactions

2020-10-17T08:56:56.910280image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.048270image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.184253image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.329422image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.505227image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.671067image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.839268image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:57.988565image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:58.159304image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:58.308351image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:58.462023image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:58.617321image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:58.771667image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:58.941324image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.075061image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.217825image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.354858image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.497084image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.626465image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.768579image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:56:59.899871image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.044866image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.187228image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.329602image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.458952image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.588063image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.725931image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.857880image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:00.988448image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:01.129668image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:01.259146image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:01.401594image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:01.545275image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:01.675680image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:01.875139image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.021394image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.172317image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.325127image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.488169image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.648758image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.806752image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:02.963830image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.120759image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.263166image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.392775image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.537005image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.706101image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.851610image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:03.995204image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:04.127288image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:04.258545image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:06.019384image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:06.201250image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:06.372839image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:06.546313image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:06.729491image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:06.962295image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:07.176752image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:07.360990image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:07.546256image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:07.697571image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:07.843200image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:07.989495image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:08.155309image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:08.300880image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:08.459107image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:08.610941image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:08.770219image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:08.932750image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:09.094522image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:09.239833image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:09.397803image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:09.542041image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:09.700541image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:09.865002image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.011273image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.158594image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.319849image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.471402image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.649176image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.800946image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:10.973729image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:11.120138image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:11.297273image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:11.460153image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:11.612198image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:11.764015image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:11.920609image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:12.050057image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:12.182502image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:12.497814image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:12.638265image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:12.771498image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:12.907847image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.035491image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.176020image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.303699image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.445535image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.582727image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.734792image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:13.876603image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.005331image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.132916image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.260100image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.392777image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.540952image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.689640image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:14.848683image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:15.056592image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:15.239550image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:15.423462image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:15.610013image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:15.782223image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:15.954968image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:16.122587image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:16.300072image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:16.445879image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:16.605388image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:16.766926image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:16.921549image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:17.068974image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:17.390173image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:17.583143image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:17.767341image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:17.937126image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.096098image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.254759image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.400807image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.546402image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.693595image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.847415image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:18.998678image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:19.144789image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:19.353799image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:19.519556image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:19.703131image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:19.882442image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:20.356483image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:20.530415image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:20.701081image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:20.846222image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:20.997677image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:21.142777image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:21.309648image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:21.457699image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:21.607628image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:21.752147image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:21.915818image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.060669image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.219214image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.361801image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.518970image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.676793image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.821658image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:22.965564image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:23.109338image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:23.258735image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:23.389139image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:23.518257image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:23.690341image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:23.848455image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.009843image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.169957image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.316292image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.488424image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.634094image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.783714image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:24.935827image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:57:25.084105image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2020-10-17T08:58:28.424484image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:28.567268image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:28.694988image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:28.824504image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:28.958497image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:29.091247image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:29.279885image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:29.430956image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:29.586873image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:29.733014image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:29.913403image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.061007image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.225680image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.370709image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.533378image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.674617image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.803162image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:30.942223image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.075788image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.209938image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.340700image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.472102image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.616663image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.746500image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:31.892827image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:32.044701image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:32.810978image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:32.946442image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.074725image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.203550image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.336961image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.508021image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.684074image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.836322image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:33.992248image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:34.141228image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:34.317243image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:34.466236image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:34.632601image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:34.785510image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:34.937968image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.080083image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.209448image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.349003image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.477238image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.610975image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.742124image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:35.873680image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.015162image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.143609image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.285406image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.427034image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.555872image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.688343image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.815392image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:36.944372image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.077307image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.206233image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.350846image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.497939image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.632914image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.778216image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:37.977453image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:38.123063image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:38.288596image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:38.435164image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:38.648617image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:38.878848image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.034470image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.182504image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.334576image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.469545image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.609694image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.749024image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:39.910948image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.046057image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.193523image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.345007image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.480587image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.622252image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.757996image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:40.898929image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.041321image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.179368image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.328119image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.469848image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.613367image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.751490image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:41.901972image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:42.042964image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:42.191021image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:42.370452image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:42.538202image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:42.707271image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:42.865176image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:43.032975image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:43.187013image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Correlations

2020-10-17T08:59:00.897205image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2020-10-17T08:59:01.403406image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2020-10-17T08:59:01.903293image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2020-10-17T08:59:02.322700image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.
2020-10-17T08:59:02.651870image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

2020-10-17T08:58:43.645692image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:45.339052image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:46.371325image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2020-10-17T08:58:46.973994image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Sample

First rows

df_indexidtargetf0f1f2f3f4f5f6f7f8f9f10f11f12f13f14f15f16f17f18f19f20f21f22f23f24f25f26f27f28f29f30
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1441NaN5.00.03.0222.0NaN5.0-8.108814.23470.00.07.00764632bc43.00.0B0.5727810.02.0NaNH5.013.95374.05.0NaN1.01.0kB5.0-1.000000
2661NaN2.04.04.02004.0M1.0-7.334014.35031.00.0NaN6536122f4NaN10.0CNaN1.05.04.0Q1.0NaN1.02.01.01.00.0Mq2.00.601041
3771NaN2.00.04.02422.0M4.0-2.035614.22000.05.011.058a27d7e723.00.0ANaN3.0NaN3.0U4.0NaN1.0NaN4.01.05.0oJ5.00.946705
48810.05.02.03.0NaNF3.0-3.615814.18983.084.0NaN833d88c6c32.083.0NaN0.5593683.0NaN5.0ANaNNaN2.03.04.01.05.0sc3.00.491172
5991NaNNaN0.05.02583.0M1.0-12.891214.37625.00.0NaNcf84cbe7745.00.0C0.758056NaN4.04.0X1.014.18550.01.01.01.05.0NhNaN0.601560
612121NaN5.00.03.03706.0F0.0-7.276514.35200.00.011.011409e36247.00.0ANaN4.0NaNNaNI4.0NaN1.01.00.0NaN5.0vq5.00.734847
7131310.03.00.05.01617.0M2.0NaN14.03595.00.0NaN942593b7462.00.0B1.0470643.0NaNNaNN2.013.94333.04.01.01.05.0Dj2.01.105102
8171710.0NaN0.02.0467.0F1.0NaN14.00400.00.011.0f14f5e4a5NaN0.0NaNNaN5.03.04.0N1.013.85324.05.01.01.0NaNrg5.00.931397
920201NaN2.03.04.03124.0F5.0-2.152214.07050.011.010.041afb892d45.024.0NaN1.481191NaN5.01.0T5.0NaN1.05.02.01.05.0WW5.0-1.000000

Last rows

df_indexidtargetf0f1f2f3f4f5f6f7f8f9f10f11f12f13f14f15f16f17f18f19f20f21f22f23f24f25f26f27f28f29f30
2170249972499721NaN4.00.03.01576.0M5.01.181914.37895.00.0NaNba9faf5b125.00.0NaN0.870475NaNNaN1.0O5.0NaN0.0NaN5.0NaNNaNhG2.00.911386
2170349974499741NaNNaN2.05.0153.0F2.0-0.294214.51350.07.011.0bc9cc2a9437.023.0B0.5857935.03.03.0G4.0NaN3.05.04.01.05.0Mq5.01.573610
2170449981499811NaN3.0NaN5.0493.0M5.08.456814.43270.00.011.0b0ab8b13446.0NaNNaN0.6173291.05.05.0PNaN14.0500NaN4.01.0NaN0.0pE5.0-1.000000
2170549983499831NaN5.02.01.0NaNM1.0-15.702014.32900.07.011.09b35d899435.031.0NaN1.1433961.0NaN0.0R2.014.07402.0NaN4.00.04.0DI5.00.880696
21706499864998610.01.04.05.0NaNNaNNaN-7.204814.15680.00.04.099cb99a5030.00.0NaNNaN1.05.04.0R1.013.87735.0NaN0.00.05.0MgNaN1.003432
2170749989499891NaN4.00.03.02176.0F4.0-2.898414.03210.00.011.00e4d3318aNaN0.0C0.8656203.04.01.0H5.0NaNNaNNaN4.01.01.0IS5.00.573367
2170849996499961NaN3.02.03.0224.0F5.0-1.627514.29440.014.07.07e1c4cff137.016.0ANaN3.04.01.0K5.014.01572.05.01.01.04.0Rz5.0NaN
2170949997499971NaN2.03.0NaN2363.0F5.0-5.796514.15130.011.011.041afb892d47.015.0A1.4215001.05.01.0RNaN13.9255NaN5.02.01.05.0DR5.01.327592
2171049998499981NaN4.00.04.0163.0NaN4.03.199614.21680.04.07.0e5b00a0e067.0NaNC0.766324NaN5.0NaNA4.014.30625.05.00.0NaN5.0th3.00.842615
21711499994999910.03.02.0NaN628.0M2.0-11.385914.20630.00.010.00eb5e978158.0NaNB0.954545NaN4.00.0UNaNNaN3.0NaNNaN1.00.0cg5.00.996243